Triple

T6927592

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ulsan Mipo National Industrial Complex	`E160350`	entity
Predicate	governedBy	`P46`	FINISHED
Object	Ulsan Metropolitan City Government Ulsan Metropolitan City Government is the local administrative authority responsible for governing Ulsan, a major industrial and port city in South Korea.	`E629340`	NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini

Instruction

Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).

Input

Phrase: Ulsan Metropolitan City Government | Statement: [Ulsan Mipo National Industrial Complex, governedBy, Ulsan Metropolitan City Government]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Ulsan Metropolitan City Government
Context triple: [Ulsan Mipo National Industrial Complex, governedBy, Ulsan Metropolitan City Government]

A. Incheon Metropolitan City Government
The Incheon Metropolitan City Government is the local administrative authority responsible for governing South Korea’s major port city of Incheon and overseeing its urban development and economic initiatives.
B. Seoul Metropolitan Government
The Seoul Metropolitan Government is the administrative body responsible for governing South Korea’s capital city, overseeing its public services, urban planning, and regional development.
C. Daejeon Metropolitan City Government
Daejeon Metropolitan City Government is the local administrative authority responsible for governing the metropolitan city of Daejeon in South Korea, overseeing its public services, infrastructure, and regional development.
D. Gwangju Metropolitan Council
Gwangju Metropolitan Council is the local legislative body responsible for making ordinances, approving budgets, and overseeing municipal administration in the city of Gwangju, South Korea.
E. Seoul Metropolitan Council
The Seoul Metropolitan Council is the unicameral legislative body responsible for enacting ordinances, approving budgets, and overseeing the administration of the Seoul Metropolitan Government.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

NEDg Description generation gpt-5.1

Instruction

Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"

Input

Entity: Ulsan Metropolitan City Government
Triple: [Ulsan Mipo National Industrial Complex, governedBy, Ulsan Metropolitan City Government]

Generated description

Ulsan Metropolitan City Government is the local administrative authority responsible for governing Ulsan, a major industrial and port city in South Korea.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Ulsan Metropolitan City Government
Target entity description: Ulsan Metropolitan City Government is the local administrative authority responsible for governing Ulsan, a major industrial and port city in South Korea.

A. Incheon Metropolitan City Government
The Incheon Metropolitan City Government is the local administrative authority responsible for governing South Korea’s major port city of Incheon and overseeing its urban development and economic initiatives.
B. Seoul Metropolitan Government
The Seoul Metropolitan Government is the administrative body responsible for governing South Korea’s capital city, overseeing its public services, urban planning, and regional development.
C. Daejeon Metropolitan City Government
Daejeon Metropolitan City Government is the local administrative authority responsible for governing the metropolitan city of Daejeon in South Korea, overseeing its public services, infrastructure, and regional development.
D. Gwangju Metropolitan Council
Gwangju Metropolitan Council is the local legislative body responsible for making ordinances, approving budgets, and overseeing municipal administration in the city of Gwangju, South Korea.
E. Seoul Metropolitan Council
The Seoul Metropolitan Council is the unicameral legislative body responsible for enacting ordinances, approving budgets, and overseeing the administration of the Seoul Metropolitan Government.
F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step	Stage	Batch ID	Status	When
creating	Elicitation	`batch_69c6884d350081908d8a970e4d40ad78`	completed	March 27, 2026, 1:38 p.m.
NER	Named-entity recognition	`batch_69c6da1bf2088190a8ccfa01d9a1efc5`	completed	March 27, 2026, 7:27 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c7514359148190b87b39efc8e714a8`	completed	March 28, 2026, 3:55 a.m.
NEDg	Description generation	`batch_69c75237fe1c81909e3956160bf48b5e`	completed	March 28, 2026, 3:59 a.m.
NED2	Entity disambiguation (via description)	`batch_69c752a0a230819088e025c96457eff0`	completed	March 28, 2026, 4:01 a.m.

Created at: March 27, 2026, 2:27 p.m.